title: A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques.
abstract: This paper considers the problem of online calibration and recalibration of continuous glucose monitoring devices. A parametric relation between interstitial and blood glucose is investigated and a constructive algorithm to adaptively estimate the parameters within this relation is proposed. The algorithm explicitly considers measurement uncertainty of the device used to collect the calibration measurements and enables automatic detection of measurements which are not suitable to be used for calibration. The method was assessed on clinical data from 17 diabetic patients and the improvements with respect to the current state of the art is shown.
authors.forename: Harald
authors.initials: H
authors.lastname: Kirchsteiger
authors.forename: Luca
authors.initials: L
authors.lastname: Zaccarian
authors.forename: Eric
authors.initials: E
authors.lastname: Renard
authors.forename: Luigi
authors.initials: L
authors.lastname: del Re
mesh_terms: D000465:Algorithms; D001786:Blood Glucose; D015190:Blood Glucose Self-Monitoring; D002138:Calibration; D003920:Diabetes Mellitus / Q000097:blood* / Q000188:drug therapy; D006801:Humans; D007332:Insulin Infusion Systems; D020407:Internet; D016014:Linear Models
chemical_list: D001786:Blood Glucose